Open Access Open Access  Restricted Access Subscription Access

Experimental Evaluation of AI-Driven Sustainable Intelligent Cloud Optimization Framework

Priyanka Purohit, Shambhuraj Chavan, Omkar Patil, Vaibhav Bagal, Pratik Dupate

Abstract


This paper presents an integrated multi-modal Artificial Intelligence (AI) framework that uses intelligent file prioritization, redundant storage reduction, and automated content understanding to improve personal cloud environments. The system makes use of AI-driven categorization, vision-language processing for image title suggestion, and large language models (LLMs) for hierarchical document and video summarization. The suggested framework integrates multiple AI services into a single architecture, in contrast to traditional storage platforms like Dropbox and Google Drive. Effective file prioritization, high summarization compression efficiency, and enhanced retrieval accuracy are demonstrated by experimental evaluation across several modules. The outcomes confirm that creating an intelligent, context-aware digital workspace from traditional cloud storage is feasible.


Full Text:

PDF

References


Sanjay Ghemawat, Howard Gobioff, And Shun-Tak Leung The Google File System

Kun Liua, Long-jiang Dong Research on Cloud Data Storage Technology and Its Architecture Implementation

Xueting Pan and Ziqian Luo, Lisang Zhou Navigating the Landscape of Distributed File Systems: Architectures, Implementations, and Considerations

Jannatun Noor, Rizwanul Haque Ratul, Mir Rownak Ali Uday, Joyanta Jyoti Mondal, Md. Sadiqul Islam Sakif, A. B. M. Alim Al Islam Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System

Jason W. Woodworth and Mohsen Amini Salehi S3BD: Secure Semantic Search over Encrypted Big Data in the Cloud

Thanh Duong, Quoc Luu, Hung Nguyen Performance of Distributed File Systems on Cloud Computing Environment: An Evaluation for Small-File Problem

Cheng Ji, Huaiying Luo Cloud-Based AI Systems: Leveraging Large Language Models for Intelligent Fault Detection and Autonomous Self-Healing


Refbacks

  • There are currently no refbacks.